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Educational resources recommendation algorithm based on GMF-MLP-NeuMF prediction model
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An Enhanced Genetic Algorithm for Optimized Educational Assessment Test Generation Through Population Variation
Published 2025-04-01“…This study addresses the problem of automated generation of assessment tests in education. In this paper, we present the design of a model of assessment test generation used in education using genetic algorithms. …”
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Habit Predicting Higher Education EFL Students’ Intention and Use of AI: A Nexus of UTAUT-2 Model and Metacognition Theory
Published 2025-06-01“…With the emergence of AI technology, its adoption in higher education has become an interesting field for researchers. …”
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State and prospects of basic computer training in engineering education
Published 2016-12-01“…Special role of the structured programming technology is mentioned, the use of which allows you to effectively develop easy understood algorithms and computer programs with a minimal number of errors.Particular attention is drawn to the serious methodological support in the 80th (the last century), the basic computer training of students by the Ministry of Higher Education of the USSR and the Research Institute of Higher School Problems. …”
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Research and application of optimization of physical education training model based on multi-objective differential evolutionary algorithm
Published 2025-12-01“…In order to study the application of the multi-objective differential evolution algorithm in the field of sports transportation. Based on the improvement of multi-objective differential evolution algorithm, this paper proposes the training model of PE education, and compares the prediction results and the actual results. …”
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Application research on classification and integration model of innovation and entrepreneurship education resources based on GNN-PSO algorithm
Published 2025-12-01“…The experimental results confirm that the classification and integration model of innovation and entrepreneurship education resources based on the GNN-PSO algorithm improves classification accuracy and optimizes the resource integration process, providing strong support for the development of innovation and entrepreneurship education.…”
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The analysis of optimization in music aesthetic education under artificial intelligence
Published 2025-04-01“…The results show that the algorithm proposed in this paper has higher accuracy, which combines the advantages of AI and DL algorithm, and obtains higher recognition accuracy. …”
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Impact of massive open online courses in higher education using machine learning and decision based fuzzy frank power aggregation operators models
Published 2025-08-01“…The MCGDM problem is established to determine the flexible ranking of alternatives under different conflicting criteria. Using decision algorithms and mathematical models, resolve a numerical example to find an appropriate platform that offers different MOOCs to improve higher education in the country. …”
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Enhancing education quality with hybrid clustering and evolutionary neural networks in a multi phase framework
Published 2025-07-01“…Abstract Effective student performance evaluation is essential for improving education, especially in higher and technical schools. …”
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Artificial Intelligence (AI) and the University. How AI Will Change Our Approach to Education
Published 2025-06-01“…The extremely dynamic development of artificial intelligence (AI) raises the unavoidable question about the future and direction of education, especially in higher education. The current expansion of AI is leading to situations where we will not be able to verify whether a given work of literature or a piece of art are the result of human effort (i.e. whether they have come into being as a result of human creativity) or whether they have been generated by computer programming algorithms. …”
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A Systematic Model of an Adaptive Teaching, Learning and Assessment Environment Designed Using Genetic Algorithms
Published 2025-04-01“…The methods include the usage of various structures (e.g., trees, chromosomes and genes, and genetic operators) and algorithms (graph-based, evolutionary, and genetic) in the automated generation of educational assessment tests. …”
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Identification оf World Class Universities: Destructive Pluralism
Published 2022-10-01“…To test the formulated hypothesis, we used the previously developed algorithm for identifying WCU using statistical data from the fve Global University Rankings — Quacquarelli Symonds (QS), Times Higher Education (THE), Academic Ranking of World Universities (ARWU), Center for World University Rankings (CWUR) and National Taiwan University Ranking (NTU) — and two University Rankings by subject — QS and ARWU. …”
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